Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
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((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
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Dependencies
24 optional dependencies
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build>=1.2[dev]extra == "dev"
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flake8>=7.0[dev]extra == "dev"
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furo==2025.12.19[docs]extra == "docs"
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furo==2025.12.19[dev]extra == "dev"
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isort>=5.13[dev]extra == "dev"
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matplotlib>=3.8[viz]extra == "viz"
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matplotlib>=3.8[dev]extra == "dev"
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mypy>=1.9[dev]extra == "dev"
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pandas-stubs>=2.1[dev]extra == "dev"
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pytest>=8.0[dev]extra == "dev"
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pytest>=8.0[test]extra == "test"
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pytest-cov>=4.1[dev]extra == "dev"
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pytest-cov>=4.1[test]extra == "test"
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ruff>=0.4[dev]extra == "dev"
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scikit-learn>=1.4[mlqca]extra == "mlqca"
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scikit-learn>=1.4[mlqca-explain]extra == "mlqca-explain"
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shap>=0.46[mlqca-explain]extra == "mlqca-explain"
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sphinx==9.1.0[dev]extra == "dev"
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sphinx==9.1.0[docs]extra == "docs"
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sphinx-copybutton==0.5.2[dev]extra == "dev"
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sphinx-copybutton==0.5.2[docs]extra == "docs"
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twine>=5.0[dev]extra == "dev"
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xgboost>=2.0[mlqca]extra == "mlqca"
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xgboost>=2.0[mlqca-explain]extra == "mlqca-explain"